hi, I'm
AayushKucheria

I care about how humans and AI systems come to understand each other — not just technically, but in the full human sense. I spend most of my time designing interfaces that make alignment research legible and building prototypes that explore what thoughtful AI interaction could look like.

Before that: community organizing, a philosophy detour, and a lot of books about minds and embodiment. I'm based in Helsinki and always up for a conversation.

work
Design × Alignment
Designed interfaces, built prototypes, owned a project — fellowship to full-time over 1.5 years.
AISC 2026 team lead guest lecturer, Gabriel Weil's AI & Law '26
ACL Workshop 2025
adding soon
PracticeSpace, co-founder
LLM simulations of therapy patients for trainees — founded with NHS CBT practitioners.
Machine Learning
BSc + MSc in machine learning at Aalto University, Finland.
Latent ethical landscape of LLMs Gaussian Modelling, University of Helsinki talk: transformers adding links + a couple more interesting things soon
community
co-founded the EA chapter at Aalto
mentored EA + AI safety groups via CEA
bookshelf
click anywhere to leave a mark